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Medicine > Immunology & Serology
Immunoinformatics of Cancers: Practical Machine Learning Approaches Using R
Rezaei, Nima
ISBN 13: 
9780128224007
ISBN 10: 
0128224002
Category: 
Immunology & Serology
Edition: 
1
Publisher: 
Elsevier
Publication Date: 
04/2022
Format: 
Paperback
Status: 
Not Yet Published
Imprint: 
Academic Press
Audience: 
Professional and scholarly
Pages: 
210
Weight: 
2
Retail Price: 
175.00 (Tentative Price May Change)
Quantity On Hand: 
0
Quantity On Order: 
0
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Synopsis:
Immunoinformatics of Cancers: Practical Machine Learning Approaches Using R takes a bioinformatics approach to understanding and researching the immunological aspects of malignancies. It details biological and computational principles and the current applications of bioinformatic approaches in the study of human malignancies. Three sections cover the role of immunology in cancers and bioinformatics, including databases and tools, R programming and useful packages, and present the foundations of machine learning. The book then gives practical examples to illuminate the application of immunoinformatics to cancer, along with practical details on how computational and biological approaches can best be integrated.

This book provides readers with practical computational knowledge and techniques, including programming, and machine learning, enabling them to understand and pursue the immunological aspects of malignancies.

  • Presents the knowledge researchers need to apply computational techniques to immunodeficiencies
  • Provides the most practical material for bioinformatics approaches to the immunology of cancers
  • Gives straightforward and efficient explanations of programming and machine learning approaches in R
  • Includes details of the most useful databases, tools, programming packages and algorithms for immunoinformatics
  • Illuminates clear explanations with practical examples of immunoinformatic approaches to cancer

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